HR Analytics Mastery Program
Python, SQL, Power BI, Tableau, R & Excel
Transition from traditional, gut-feel HR decision-making to predictive People Analytics leadership. Master full-stack data modeling, talent attrition forecasting, diversity dashboards, and executive compensation analytics using the 6 industry-standard tools.
Download Comprehensive Syllabus
Get detailed module breakdowns for all 6 tools & early-bird cohort benefits.
Master the Complete People Analytics Stack
A deep, end-to-end practical program taking you from relational HR databases (SQL) and spreadsheet modeling (Excel) to enterprise visual intelligence (Power BI & Tableau) and predictive machine learning (Python & R).
Data Wrangling & Exploratory HR Analytics (EDA)
- Pandas & NumPy: Cleaning messy HRMS exports, treating missing salary values, tenure feature engineering.
- HR Visualizations: Seaborn correlation heatmaps, attrition distributions, box plots for compensation spread.
- Workforce Profiling: GroupBy aggregations for department flight risk, overtime vs burnout ratios.
- Text Analytics: Sentiment scoring on employee survey comments & exit interview transcripts using NLTK.
Predictive Modeling & Machine Learning in HR
- Classification Algorithms: Logistic Regression, Decision Trees & Random Forest for Attrition Prediction.
- Model Evaluation: Confusion Matrix, ROC-AUC curve, Precision-Recall tradeoffs in retaining talent.
- K-Means Clustering: Segmenting employees into high-potential, flight-risk, and underperformer cohorts.
- Model Explainability: Feature importance plots to uncover the top 5 root causes driving employee exits.
HR Relational Schema & Advanced Joins
- HR Database Architecture: Schema design connecting Employee Master, Payroll, Departments & Appraisals.
- Complex Joins: Inner, Left, Right & Full Outer Joins to trace promotion histories and department movements.
- Aggregations & Filters: Headcount roll-ups, departmental salary bills, attrition counts with HAVING clauses.
- Date Calculations: DATEDIFF, DATEADD for accurate employee age, tenure, and probation completion.
Window Functions & Automated HR MIS Queries
- Window Functions: ROW_NUMBER(), DENSE_RANK() OVER (PARTITION BY Department) for salary quartiles.
- Cumulative Metrics: Running totals for monthly hiring budgets and cumulative employee exits.
- Common Table Expressions (CTEs): Building multi-step recursive queries to map organizational reporting trees.
- Automated Views: Stored Views for automated quarterly HR audit MIS and gender diversity reports.
Power Query ETL & Star Schema Modeling
- Power Query Transformation: Merging HRMS tables, unpivoting monthly headcount, creating dynamic Date tables.
- Data Modeling: Building 1-to-many Star Schemas (Fact Employee Movements, Dim Department, Dim Job Level).
- Active vs Inactive Relationships: Managing multiple dates (Hire Date vs Exit Date) with USERELATIONSHIP.
- Performance Tuning: Reducing cardinality and optimizing memory for datasets with 50,000+ employees.
Advanced DAX Formulas & Executive Reporting
- Core HR DAX: CALCULATE, FILTER, ALLSELECTED for Monthly Attrition Rate %, Average Headcount.
- Talent Metrics: Time-to-Fill, Cost-per-Hire, Compa-Ratio, Offer Acceptance Ratios.
- Interactive Visuals: 9-Box Talent Matrix grid, Decomposition Trees, Drill-through pages to individual employee profiles.
- Governance & Security: Row-Level Security (RLS) ensuring HR business partners only see their assigned business unit.
Visual Analytics & Calculated Fields
- Connecting HR Sources: Managing physical vs logical layers in Tableau relationships.
- Specialized HR Visuals: Waterfall charts for headcount changes, bullet charts for recruitment quota attainment.
- Level of Detail (LOD): FIXED, INCLUDE, EXCLUDE calculations comparing department salary to company averages.
- Parameters & Dynamic Sets: Interactive what-if scenarios modeling cost impact of proposed 8% salary hikes.
Diversity Analytics & Executive Storyboards
- Diversity, Equity & Inclusion (DEI): Heatmaps tracking gender and ethnicity balance across leadership bands.
- Action Filters & Highlights: Enabling interactive exploration across business units and global branches.
- Tableau Storyboards: Sequencing visual narratives for executive presentations to the Board of Directors.
- Tableau Public Portfolio: Publishing recruiter-accessible dashboards to showcase your talent analytics skills.
Tidyverse & Publication-Ready Graphics (ggplot2)
- Dplyr & Tidyr: Data pipes (`%>%`), filtering, mutating compensation variables, and reshaping survey data.
- Advanced ggplot2: Visualizing multi-dimensional employee satisfaction trends, violin plots, facet grids.
- Statistical Summaries: Calculating skewness, standard deviations, and IQR ranges for salary structures.
- Survey Item Analysis: Cronbach's alpha reliability checks on 360-degree employee feedback scales.
Inferential Statistics & Survival Analysis in HR
- Hypothesis Testing: Independent t-tests and Chi-Square tests to validate gender pay equity significance.
- ANOVA Testing: Comparing employee engagement variance across multiple regional offices.
- Logistic Regression: Estimating odds ratios of resignation based on commute distance and manager tenure.
- Survival Analysis: Kaplan-Meier survival curves to estimate exact employee half-life and retention hazard rates.
Modern HR Lookup Engine & Dynamic Formulas
- Modern Lookups: XLOOKUP (two-way & wildcard), INDEX & MATCH for master employee file linking.
- Dynamic Array Spills: FILTER, UNIQUE, SORT, SEQUENCE for auto-generating team rosters and leave balances.
- Conditional Logic: Complex SUMIFS, COUNTIFS, and nested IFS calculating statutory CTC slabs and PF/ESIC caps.
- Data Governance: Dynamic drop-downs with Data Validation, input constraints, and error prevention alerts.
Excel Power Query & Interactive Executive Dashboards
- Power Query in Excel: Automating the monthly consolidation of biometric attendance and payroll CSVs with 1 click.
- Pivot Analytics: Calculated Fields, Grouping Dates/Salaries into standard organizational bands.
- Interactive UI: Slicers, Timelines, Sparklines, and dynamic Conditional Formatting heatmaps.
- Financial Modeling: What-If Analysis, Scenario Manager & Goal Seek for annual HR increment budget planning.
Key Program Highlights & Why HR Leaders Choose Us
Unlike generic data science courses built on retail sales data or superficial college HR courses, we offer 100% domain-specific People Analytics solving authentic enterprise workplace challenges.
100% Pure HR & People Domain
No generic e-commerce or churn datasets. Every exercise models real HR scenarios: employee flight risk, compensation pay parity, 9-box grids, and recruitment funnel drop-offs.
Full 6-in-1 Enterprise Stack
Master Python, SQL, Power BI, Tableau, R, and Advanced Excel in one unified journey. Connect relational HR databases to dashboards and predictive machine learning models.
Corporate Analytics Mentors
Learn directly from senior People Analytics Directors with 12+ years of enterprise consulting experience across Fortune 500 multinationals and global tech firms.
25+ Real Enterprise Datasets
Clean messy real-world HRMS exports, calculate complex attrition run-rates, manage multi-currency payroll, and forecast hiring capacity using industry-grade datasets.
Dual Recognized ISO Credential
Earn an industry-accredited certificate backed by ISO 9001:2015 institutional standards with a verifiable digital registration ID and 1-click LinkedIn profile integration.
Technical Assessment & Career Prep
Prepare for corporate HR Analytics pre-employment assessment tests, build a recruiter-ready GitHub & Power BI portfolio, and receive resume optimization support.
How IMHR Academy Compares to Other Options
See why HR professionals and MBA graduates choose our comprehensive program over generic alternatives.
| Key Parameter | IMHR Academy 6-in-1 Program | Generic Data Science / College Courses |
|---|---|---|
| Domain Specialization Target business domain | 100% focused on HR, People Analytics, talent retention, and payroll governance. | Generic retail churn, customer sales, or stock market examples irrelevant to HR. |
| Tool Ecosystem Software stack mastered | All 6 core tools: Python (ML), SQL (DB), Power BI, Tableau, R (Stats), and Excel. | Standalone Excel tutorials or isolated single-tool courses sold separately. |
| Learning Format Delivery and interaction | 60+ Hours live interactive labs with screen sharing, coding practice, and live doubt solving. | Outdated pre-recorded video playlists with zero live instructor feedback. |
| Data Complexity Dataset authenticity | Messy 25+ enterprise HRMS workbooks, survival models, 9-box grids, and DEI metrics. | Cleaned, unrealistic 5-row toy datasets with no real workplace challenges. |
| Faculty Pedigree Trainer background | Seasoned People Analytics Directors and Microsoft Certified Trainers with 12+ years MNC experience. | Academic university lecturers without direct corporate HR leadership experience. |
| Career Enablement Placement and portfolio | Dedicated corporate assessment drills, Power BI portfolio hosting, and resume review. | No post-course support, portfolio reviews, or interview readiness guidance. |
Need Help Choosing the Right Learning Track for Your Career?
Consult with our senior academic counselor to map your current HR profile to analytics roles.
Tools & Applications Mastered: The Modern HR Engine
Every modern People Analytics team relies on this exact 6-tool ecosystem. Gain fluent command from foundational querying to executive dashboards and machine learning.
Build predictive machine learning models to forecast employee flight risk, extract sentiment from exit surveys, and cluster talent based on engagement signals.
- Pandas & NumPy: Cleaning messy HRMS tables & missing tenure values.
- Scikit-Learn: Logistic Regression & Random Forest attrition models.
- NLP Sentiment: Sentiment analysis on employee feedback comments.
- K-Means Clustering: Identifying high-potential talent personas.
Query massive enterprise employee databases across multiple relational tables. Automate quarterly headcount reporting, salary quartiles, and retention tracking.
- Multi-Table Joins: Tracing promotion and compensation history.
- Window Functions: ROW_NUMBER & DENSE_RANK for salary bands.
- CTEs & Views: Automated recursive queries for org hierarchy mapping.
- Auditing MIS: Headcount roll-ups, probation & statutory compliance.
Build interactive workforce dashboards with star schema data modeling, advanced DAX measures, 9-box grids, and strict Row-Level Security (RLS) for salary privacy.
- Star Schemas: Fact employee movements & dimensional filters.
- Advanced DAX: CALCULATE, FILTER for monthly attrition run-rates.
- 9-Box Grid: Interactive visual matrix for annual talent reviews.
- Row-Level Security: Granting confidential HRBP BU-level access.
Create executive visual narratives and Diversity, Equity & Inclusion (DEI) heatmaps. Leverage Level of Detail (LOD) expressions for multi-tier workforce comparisons.
- LOD Calculations: FIXED & INCLUDE for department benchmarks.
- DEI Heatmaps: Tracking gender & diversity ratios in leadership.
- Waterfall Charts: Headcount additions, exits & net changes.
- Storyboards: Presenting workforce insights to the Board of Directors.
Conduct rigorous inferential statistical analysis. Test gender pay parity hypotheses, perform cross-department ANOVA, and plot Kaplan-Meier employee retention curves.
- Tidyverse & Dplyr: Fast data pipelines for survey item responses.
- Hypothesis Testing: Validating gender pay equity significance.
- ANOVA Testing: Comparing engagement variance across offices.
- Survival Curves: Kaplan-Meier retention rates & hazard odds.
Automate monthly multi-branch payroll reconciliation in 1 click using Power Query. Build self-updating dynamic array rosters, Pivot analytics, and increment budget models.
- Modern Lookups: Two-way XLOOKUP, INDEX/MATCH master linking.
- Dynamic Arrays: FILTER, UNIQUE & SORT for active rosters.
- Power Query in Excel: 1-click biometric & payroll file merger.
- What-If Analysis: Scenario Manager for annual bonus budgets.
Who Should Enroll & The People Analytics Advantage
Whether you are transitioning from operational HR generalist work, leading talent acquisition, or preparing for corporate campus placements, this 6-tool program accelerates your career into high-paying strategic roles.
HR Generalists & Operations Executives
Tired of Routine Manual ReportingSpending endless hours manually copy-pasting attendance sheets, fixing broken spreadsheet lookups, and being treated as an administrative support function.
Automate multi-branch HR MIS using SQL and Power Query, build real-time Power BI attrition dashboards, and transition into high-growth People Analytics Specialist roles.
HR Business Partners & People Managers
Seeking Strategic Boardroom InfluenceStruggling to justify headcount budgets, salary increment bands, or retention initiatives in executive meetings without quantitative data backing.
Present predictive Python attrition forecasts, Tableau storyboards, and statistically verified R pay equity models that earn executive respect and C-suite sponsorship.
Talent Acquisition Leads & Recruiters
Optimizing Hiring Velocity & Sourcing SpendRising cost-per-hire, unmeasured pipeline drop-offs, candidate offer ghosting, and lack of visibility into recruitment channel ROI.
Engineer recruitment velocity funnels in Power BI, predict offer drop-off odds using logistic regression, and scientifically benchmark recruitment vendor performance.
MBA HR Students & Fresh Graduates
Targeting Premium Corporate PlacementsTheoretical textbook concepts with zero hands-on technical tools; getting filtered out in corporate pre-hiring analytics assessment rounds.
Build a verified 6-tool GitHub & Power BI portfolio with 25+ real HR capstones, clear MNC analytics interviews, and land starting packages of ₹8.5 LPA – ₹14 LPA.
Real-World Projects: Build an Enterprise Portfolio
Graduate with tangible, recruiter-accessible working proof across all 6 tools. Every capstone project models authentic organizational challenges directly ready to showcase on your CV, GitHub, and LinkedIn.
Predictive Employee Attrition & Flight-Risk Early Warning Classifier
Train an end-to-end machine learning classifier on 15,000+ employee records. Features hyperparameter-tuned Random Forest and Logistic Regression models that output individual employee exit probabilities and top 5 resignation drivers.
Enterprise Relational Headcount, Promotion & Salary Quartile Database
Architect a normalized relational SQL database joining Employee Master, Appraisals, Department Transfers, and Payroll. Builds automated stored views for monthly headcount audits and gender diversity distribution queries.
Executive CHRO Workforce Attrition & 9-Box Talent Review Dashboard
Deploy an executive-level BI dashboard incorporating Star Schema data modeling and advanced DAX measures. Features an interactive 9-Box Grid, dynamic attrition slicers, and Row-Level Security (RLS) for salary protection.
Global Diversity, Equity & Inclusion (DEI) Leadership Storyboard
Create an interactive Tableau visual story exploring gender, age, and cultural diversity representation across senior corporate leadership tiers. Integrates Level of Detail (LOD) benchmark calculations and salary increment waterfall charts.
Statistically Verified Gender Pay Equity Audit & Retention Survival Model
Conduct an auditor-grade statistical compensation analysis in R. Employs independent t-tests, ANOVA, and multivariable linear regressions to prove pay parity, alongside Kaplan-Meier survival curves to model employee retention hazard rates.
1-Click Automated Multi-Branch Payroll Consolidation & Budget Planner
Engineer an automated financial spreadsheet utilizing Power Query ETL to ingest and clean 10+ branch attendance files in 1 click. Features two-way XLOOKUP tax tables, dynamic array rosters, and What-If Scenario models for annual appraisal budgets.
Globally Recognized Dual Certification & Verification
Validate your expertise across Python, SQL, Power BI, Tableau, R & Excel. Earn ISO 9001:2015 certified credentials verified worldwide by enterprise talent teams and executive search firms.
ISO 9001:2015 Accredited Rigor
Our curriculum and assessment rubrics conform to stringent global quality management standards, making your credentials respected across Fortune 500 MNCs and Indian enterprises.
Tamper-Proof Online Registry
Every graduate receives a unique alphanumeric verification hash and dynamic QR code hosted on the permanent IMHR public registry for instantaneous recruiter validation.
1-Click LinkedIn Credential Integration
Seamlessly broadcast your verified accomplishment to your LinkedIn profile under "Licenses & Certifications", instantly highlighting your 6-tool analytical skillset to headhunters.
Capstone Portfolio Co-Endorsement
In addition to the program diploma, candidates receive a verified capstone grade sheet certifying live delivery of all 6 end-to-end organizational workforce analytics projects.
How to Earn Your Certification
A rigorous, practical, project-centered milestone journey from learning to professional accreditation.
Complete 100% Practical Labs
Attend live interactive weekend sessions or stream high-definition lab recordings covering Python, SQL, Power BI, Tableau, R, and Advanced Excel.
Submit 6 Real-World Capstones
Deliver production-ready code repositories, SQL schema queries, and interactive BI dashboards benchmarked against industry rubric evaluations.
Earn Verifiable Dual Credentials
Receive your physical framed certificate, digital ISO credential badge, and verifiable digital registry license within 48 hours of capstone approval.
Learn from Leading People Analytics Faculty
Direct mentorship from seasoned practitioners who build enterprise workforce intelligence models, executive talent scorecards, and predictive attrition algorithms for top-tier organizations.
Izhar Sabri
With over 14+ years of hands-on industry experience bridging executive Human Resources strategy, database engineering, and statistical modeling, Izhar has spearheaded people analytics transformations across Fortune 500 enterprises, IT giants, and rapid-scale startups.
Rather than academic theory, Izhar's teaching methodology emphasizes raw business problem solving: translating messy HRMS logs into structured SQL schemas, architecting automated retention pipelines in Python and R, and designing interactive executive dashboards in Power BI and Tableau that drive multimillion-dollar workforce decisions.
14+
Years Industry Exp
12,500+
Professionals Trained
85+
Corporate Workshops
4.9/5
Average Learner Rating
1-on-1 Capstone Code Reviews
Get line-by-line debugging feedback on your Python scripts, SQL join optimization, and DAX measure efficiency directly from industry architects.
Live Interactive Doubts & Labs
No pre-recorded monologue walls. Every session features active Q&A, shared screen troubleshooting, and live enterprise HR datasets.
Career Transition & Interview Prep
Receive strategic portfolio positioning guidance, technical mock interviews, and resume structuring geared toward People Analytics Manager roles.
Where Our People Analytics Alumni Lead & Deliver
Join a distinguished alumni network deployed across Global Capability Centers (GCCs), Big 4 consultancies, tech multinationals, and enterprise HR Centers of Excellence (CoE).
Enterprise Hiring Network & Alumni Employers
Our learners build models and dashboards benchmarked to the exact operational standards required by top-tier talent organizations:
ATS-Optimized Analytics CV
Transform generic HR operational experience into high-impact, keyword-rich technical bullet points featuring Python libraries, SQL schemas, and DAX calculations.
GitHub & Power BI Cloud Portfolio
Host live interactive Power BI service links, Tableau Public workbooks, and documented GitHub repositories for immediate recruiter evaluation.
Technical Case Study Mocks
Practice realistic take-home analytics assignments, whiteboard SQL joins, and live client dashboard presentations with faculty mentors.
Direct Referral Network
Leverage the IMHR corporate placement cell for unadvertised People Analytics openings, alumni referrals, and hiring manager shortlists.
Real Transformations from Practicing HR Analysts
Read how HR managers, compensation leads, talent partners, and business analysts elevated their career trajectory by mastering our 6-in-1 analytics stack.
"I was an HR Generalist terrified of coding. The step-by-step approach to Python and Scikit-learn made predicting employee flight risk completely intuitive. It helped me switch to a People Analytics Specialist role at Deloitte!"
"The SQL queries module was eye-opening. Writing window functions and CTEs to extract multi-year headcount and attrition metrics eliminated my dependence on IT teams entirely."
"Mastering star schema modeling and complex DAX measures transformed our executive reporting. Our leadership team now tracks attrition and hiring velocity live on Power BI Service."
"Using R for ANOVA tests, linear regression on salary equity, and survival curves gave our compensation review genuine mathematical credibility during board presentations."
"The Tableau LOD calculations and parameter actions taught in this program are world-class. Created an interactive recruitment funnel that immediately impressed my interviewers at Amazon."
"I was an HR Generalist terrified of coding. The step-by-step approach to Python and Scikit-learn made predicting employee flight risk completely intuitive. It helped me switch to a People Analytics Specialist role at Deloitte!"
"The SQL queries module was eye-opening. Writing window functions and CTEs to extract multi-year headcount and attrition metrics eliminated my dependence on IT teams entirely."
"Mastering star schema modeling and complex DAX measures transformed our executive reporting. Our leadership team now tracks attrition and hiring velocity live on Power BI Service."
"Using R for ANOVA tests, linear regression on salary equity, and survival curves gave our compensation review genuine mathematical credibility during board presentations."
"The Tableau LOD calculations and parameter actions taught in this program are world-class. Created an interactive recruitment funnel that immediately impressed my interviewers at Amazon."
"Power Query and XLOOKUP automation saved my team over 15 hours every single week on monthly headcount reconciliation. The Excel modules alone justified the entire course fee."
"Most courses teach either only Excel or only Power BI. Learning Python, SQL, Power BI, Tableau, R, and Excel together showed me how enterprise data architectures actually connect."
"The capstone portfolio was the differentiator in my interviews. Recruiter after recruiter told me my live Power BI dashboard link proved real skill far better than simple resume bullet points."
"The weekend lab sessions and line-by-line debugging of our SQL schemas and Python models with Izhar Sir gave me the confidence to handle any raw HRMS dataset without hesitation."
"Helped our leadership team identify critical flight risks among top performers 3 months before appraisal cycle using logistic regression. Directly saved millions in replacement costs."
"Power Query and XLOOKUP automation saved my team over 15 hours every single week on monthly headcount reconciliation. The Excel modules alone justified the entire course fee."
"Most courses teach either only Excel or only Power BI. Learning Python, SQL, Power BI, Tableau, R, and Excel together showed me how enterprise data architectures actually connect."
"The capstone portfolio was the differentiator in my interviews. Recruiter after recruiter told me my live Power BI dashboard link proved real skill far better than simple resume bullet points."
"The weekend lab sessions and line-by-line debugging of our SQL schemas and Python models with Izhar Sir gave me the confidence to handle any raw HRMS dataset without hesitation."
"Helped our leadership team identify critical flight risks among top performers 3 months before appraisal cycle using logistic regression. Directly saved millions in replacement costs."
Enroll in the HR Analytics Mastery Program
Master all 6 essential industry tools with transparent pricing tiers, zero-cost EMI plans, ISO 9001:2015 certification, and lifetime access to corporate analytics labs.
Self-Paced Learning
Ideal for self-directed HR professionals seeking flexible asynchronous learning.
Live Cohort & Mentorship
Complete flagship experience with interactive live faculty labs, 6 capstones, and career prep.
Executive 1-on-1 Track
Bespoke 1-on-1 faculty coaching, private flexible timing, and custom enterprise use cases.
Frequently Asked Questions
Everything you need to know about the curriculum, coding prerequisites, 6-in-1 tool coverage, capstone projects, ISO certification, and career transition support.
No prior programming or computer science degree is required.
Over 75% of our learners come from core non-technical backgrounds—such as HR Generalists, Talent Acquisition Recruiters, Payroll Administrators, and MBA HR students. The curriculum starts from absolute fundamentals: basic database concepts, simple Excel formulas, and foundational Python syntax before moving into advanced predictive modeling.
Enterprise People Analytics is not a single-tool discipline. In modern organizations:
- SQL extracts millions of employee records directly from database warehouses.
- Python & R perform machine learning attrition forecasts and statistical hypothesis tests.
- Power BI & Tableau build real-time interactive dashboards for executive CXOs.
- Advanced Excel handles fast ad-hoc reconciliations and operational audits.
Mastering all 6 tools makes you an end-to-end full-stack People Analytics consultant rather than a basic dashboard builder.
Yes, 100%. During Week 1, you will participate in an interactive Environment Setup Lab where our technical mentors assist you step-by-step in configuring Anaconda, Jupyter Notebooks, PostgreSQL/MySQL workbench, Power BI Desktop, Tableau Public/Desktop, RStudio, and Office 365. All tools used have free community/educational editions.
Upon completing the required practical sessions and successfully submitting your 6 real-world capstone projects, you receive an accredited certificate with a permanent alphanumeric registry ID (e.g., IMHR-HRA-2026-XXXX) and a dynamic QR code.
Prospective employers can independently verify your credential on our public online registry, and you can integrate the badge directly onto your LinkedIn profile with 1 click.
Our dedicated Career Services cell offers end-to-end transition assistance:
- ATS Resume Rewrite: Highlighting your 6-tool proficiency and quantifiable business metrics.
- Public Portfolio Hosting: Guided publishing of your GitHub repositories and Power BI Cloud links.
- Technical Mock Interviews: Solving whiteboard SQL queries and attrition case studies with senior faculty.
- Partner Referrals: Direct job alerts and candidate recommendations across 350+ enterprise partner firms.
The program is specifically tailored for working professionals with interactive live weekend classes (Saturdays & Sundays). Every live session is recorded in HD and uploaded to your personal student portal within 3 hours, along with raw datasets, solution scripts, and reading notes. You have lifetime access to all LMS recordings.
You work with real-world, anonymized enterprise HR datasets containing 5,000+ to 100,000+ employee records. These encompass attrition exit surveys, monthly payroll & compensation bands, employee engagement pulse metrics, performance appraisal scores, and multi-channel talent acquisition hiring logs.
Graduates successfully step into roles including: People Analytics Specialist, HR Data Analyst, Workforce Intelligence Consultant, Talent Acquisition BI Lead, Compensation & Benefits Analytics Manager, and HR Operations Reporting Lead.
A standard Windows laptop or MacBook with at least 8 GB RAM (16 GB recommended), an Intel Core i5 / AMD Ryzen 5 processor (or Apple M-series), and 15 GB of free hard drive space is fully sufficient to run all 6 applications smoothly.
Yes. We offer flexible 0% interest EMI options spanning 3 to 12 months, as well as milestone-based split payment plans. Corporate sponsorship billing with official GST tax invoices is also supported.
Ready to Lead with Data-Driven HR Intelligence?
Step beyond intuition and manual spreadsheet work. Master Python, SQL, Power BI, Tableau, R, and Advanced Excel to architect predictive workforce retention algorithms, calculate cost per hire, and drive executive boardroom decisions.
Fast-Track Application
Reserve your cohort seat or request a 1-on-1 counseling call.
Academic Fair Use, Demonstration Notice & Legal Disclaimer
Educational transparency, non-affiliation disclosures, and learner outcome guidelines.
Independent Educational Provider
IMHR Academy is an autonomous professional training institute providing executive skill upskilling in People Analytics. This certification validates individual practical competencies in data processing and workforce statistical modeling. It does not confer formal academic university degrees.
Anonymized & Synthetic Datasets
All employee attrition models, compensation curves, performance appraisal distributions, and workforce records analyzed during classroom demonstrations and capstones are synthetic, obfuscated, or compiled from open-source educational repositories. Zero confidential proprietary corporate data is hosted or breached.
Career & Placement Disclosures
Career transition statistics, salary hike bands (65%–120%), and alumni hiring citations represent past verified student feedback and self-reported outcomes. IMHR Academy provides rigorous interview preparation and placement assistance, but does not guarantee employment offers, which remain contingent on candidate performance and corporate discretion.
Software Licensing & Installation
Learners are guided to utilize open-source frameworks (Python, R, PostgreSQL) and free educational or trial tiers of proprietary tools (Microsoft Power BI Desktop, Tableau Public, Microsoft Office 365). Learners remain responsible for maintaining compliance with each software vendor's individual End User License Agreements (EULA).
